{"id":"W4210342034","doi":"10.1136/thoraxjnl-2021-218461","title":"Human papillomavirus (HPV) and cervical dysplasia in adult female cystic fibrosis (CF) lung transplant recipients","year":2022,"lang":"en","type":"article","venue":"Thorax","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Cystic fibrosis; Dysplasia; Cervical cancer; Risk factor; Lung transplantation; Internal medicine; Odds ratio; Lung; Gynecology; Surgery; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004865656,0.0001782337,0.0002251906,0.0007709122,0.0003945525,0.0003975044,0.0001715174,0.0005040428,0.001629536],"category_scores_gemma":[0.002130094,0.0002445217,0.0002422312,0.0005731414,0.0002293597,0.0003591628,0.0002991126,0.000393932,0.0001737798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002555665,"about_ca_system_score_gemma":0.0002027608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005172317,"about_ca_topic_score_gemma":0.005946383,"domain_scores_codex":[0.999643,0.0001016811,0.00004769472,0.00006660105,0.00007154611,0.00006960207],"domain_scores_gemma":[0.9991008,0.0001935315,0.0004477919,0.00003642948,0.00006717957,0.0001542675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004735273,0.00001428361,0.9992533,0.000004465053,0.000006556609,0.00007051722,0.0000281279,0.000007374128,0.00009261256,0.000003204555,0.00002329957,0.0004488069],"study_design_scores_gemma":[0.000004864911,0.0001268046,0.9987261,0.00001290693,0.00001383399,0.0007630655,0.0001414798,0.00006615355,0.00005672266,0.000006874358,0.00007950821,0.000001825428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993644,0.0003189778,0.00002255639,0.00003194038,0.000001753723,0.000003392976,0.00006301938,0.000001109893,0.0001928601],"genre_scores_gemma":[0.9997519,0.0001083128,0.00001974916,0.00001526417,0.000006039166,0.000002087884,0.00003654682,3.612999e-7,0.00005979693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005172317,"threshold_uncertainty_score":0.01028442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02594107214253238,"score_gpt":0.3324339832757123,"score_spread":0.3064929111331799,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}